Representation Learning with Statistical Independence to Mitigate Bias

Ehsan Adeli, Qingyu Zhao, Adolf Pfefferbaum +4

Presence of bias (in datasets or tasks) is inarguably one of the most critical challenges in machine learning applications that has alluded to pivotal debates in recent years. Such…